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Found 3 papers, 1 papers with code
Fully Decentralized Peer-to-Peer Community Grid with Dynamic and Congestion Pricing
An initial step towards addressing these problems is the design of a new decentralized P2P electricity market with two dynamic grid pricing schemes that are determined by consumer demand.
Self-supervised Equality Embedded Deep Lagrange Dual for Approximate Constrained Optimization
Furthermore, we prove the convergence of DeepLDE and show that the primal-dual learning method alone cannot ensure equality constraints without the help of equality embedding.
Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients
Minimizing the inclusive Kullback-Leibler (KL) divergence with stochastic gradient descent (SGD) is challenging since its gradient is defined as an integral over the posterior.
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